1. DMVitals:
A Data Management Assessment
Recommendations Tool
Andrew Sallans, Head of Strategic Data Initiatives
Sherry Lake, Senior Scientific Data Consultant
IASSIST 2012 - June 6, 2012

2. Interviews/Assessment Preface
• Over past two years we conducted about 25
data interviews
– Focus on learning about research data practices at
UVa and identifying service needs/opportunities
– Intention of leading into consulting opportunities
• Ended up with conundrum of how to manage
“unique” conditions of each research
environment against common characteristics of
data management within domains and
institutional framework
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3. Consulting Workflow
Distribute final report
Send initial report to and begin DM
Conduct Data researcher for Implementation with
Interview approval/review Researcher
Produce "Data Code Data Extract action
Interview Report" Interview statements from
answers in the “DM Vitals
“DM Vitals” tool Recommendations
Report"
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4. Recommendation Requirements
• Must be a fast process
• Must create actionable and repeatable
recommendations
• Must reduce subjectivity
• Must weigh all assessment factors
• Must address present DM condition while
showing path for improvement
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5. Components of the DMVitals
• Data management best practice statements
– UVa sources (ISPRO, SciDaC Guidelines)
– ANDS long-term sustainability scoring model
• 8 data management categories
• Data interview questions and responses
• Data management maturity index of
Crowston & Qin Capability Maturity Model
(CMM) for Scientific Data Management
(SDM)
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6. Crowston & Qin Capability Maturity Model for SDM
Crowston, K. & J. Qin. (2010). A capability maturity model for scientific data management. In: Proceedings of the
American Society for Information Science and Technology, October 24-26, 2010, Pittsburgh, PA. (Poster)
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7. DMVitals Interview Sheet
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8. DMVitals Section View
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9. DMVitals Report View
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10. Consulting Recommendations View
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11. DMVitals Workflow Recap
Rank Create report
researchers’ Create “action” with a grade for
Associate DM
current DM statements for sustainability
practices with
practices researchers and list of tasks
research data
according to that correlate divided into
interview
level of with each level implementation
“sustainability” phases
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12. DMVitals for Aggregate Learning
Research Data Management Sustainability
(Example - not real data)
70%
60%
% of Sustainability Guidelines Met
50%
40%
Total
30%
20%
10%
0%
STS ASTRO BIO BME CHEME CHEM CIVE CS PATH MOLPHYS CELLBIO
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13. Major Challenges
1. Assessment tool design, specifically
dealing with appropriate weighting, false
positives, double negatives
2. Social/ethical implications of giving such
focused feedback and criticism to
researchers
3. Broader issue of motivations and
incentives
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14. DMVitals Next Steps
• Release plan for others to use
– Starting to develop versions of package
– Will begin to make stable releases available
on our website, along with development
roadmap
• Collaboration opportunities for expansion
– Interested in collaborations to drive further
development and integration into services
– Seeking collaborators now!
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15. References
• Australian National Data Service. (2011) ANDS and Data Storage. Available:
http://ands.org.au/guides/storage.html. Last accessed May 30, 2012.
• Crowston, K., & Qin J. (2010). A capability maturity model for scientific data
management. American Society for Information Science and Technology
Annual Meeting. Pittsburg, PA. Working Paper available:
http://crowston.syr.edu/content/capability-maturity-model-scientific-data-
management-0. Last accessed May 23, 2012.
• Digital Curation Center. (2011). CARDIO. Available: http://cardio.dcc.ac.uk/.
Last accessed May 30, 2012.
• Information Technology Security (2010). University of Virginia Information
Technology Security Risk Management (ITS-RM) Program. Available:
http://its.virginia.edu/security/riskmanagement/docs/ITS-RM_3-0.pdf. Last
accessed May 23, 2012.
• University of Virginia Library (2011). Scientific Data Consulting Data
Management Home. Web Site available:
http://www.lib.virginia.edu/brown/data/. Last access May 30, 2012.
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16. Acknowledgements and Contact Information
• Acknowledgements
– Susan Borda
• UVa SciDaC Intern Summer 2011
• Recent graduate of Syracuse GSLIS program
• Starting as Digital Curation Librarian at University
of California – Merced this summer
• Contact Information
– Andrew Sallans, als9q@virginia.edu
– Sherry Lake, slake@virginia.edu
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